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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Scepter | 6 | 30.00% | 100.0 | 83.33% | +69.04% | +16.67% | +16.67% | 0.00% | 31:14 | 19:37 | 24:14 | 29:09 | 36:07 | 48:25 | 11:53 | 08:48 | |
Boots of Speed | 20 | 100.00% | 97.4 | 35.00% | +35.00% | +5.00% | +5.00% | 0.00% | 06:29 | 03:08 | 05:05 | 06:25 | 08:20 | 09:42 | 03:15 | 02:24 | |
Magic Wand | 17 | 85.00% | 94.9 | 35.29% | +1.96% | -15.29% | +4.71% | 4.27% | 06:55 | -01:29 | 05:10 | 05:53 | 09:51 | 13:04 | 04:41 | 03:28 | |
Tranquil Boots | 9 | 45.00% | 92.3 | 44.44% | +17.17% | +5.56% | -11.11% | -6.14% | 11:40 | 07:25 | 08:57 | 09:27 | 11:40 | 21:51 | 02:43 | 02:00 | |
Magic Stick | 18 | 90.00% | 89.7 | 33.33% | -16.67% | -13.33% | -13.33% | 0.00% | 01:45 | -01:29 | -01:28 | 01:04 | 03:23 | 12:31 | 04:52 | 03:36 | |
Drum of Endurance | 10 | 50.00% | 87.2 | 40.00% | +10.00% | -6.67% | -40.00% | -8.15% | 18:07 | 13:46 | 15:38 | 17:57 | 19:44 | 22:30 | 04:05 | 03:01 | |
Fluffy Hat | 10 | 50.00% | 84.6 | 40.00% | +10.00% | +26.67% | -6.67% | -8.27% | 15:21 | 03:19 | 13:39 | 15:03 | 17:41 | 27:27 | 04:01 | 02:59 | |
Aghanim's Shard | 3 | 15.00% | 82.1 | 66.67% | +37.26% | +33.33% | -66.67% | -7.30% | 35:50 | 21:06 | 29:30 | 37:54 | 43:12 | 48:30 | 13:42 | 10:08 | |
Wind Lace | 17 | 85.00% | 79.5 | 29.41% | -37.26% | -9.41% | -9.41% | 0.00% | 12:10 | -01:29 | 06:53 | 10:02 | 13:21 | 52:15 | 06:28 | 04:47 | |
Ceremonial Robe | 1 | 5.00% | 76.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 | |
Specialist's Array | 1 | 5.00% | 74.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Quelling Blade | 1 | 5.00% | 71.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 00:00 | 00:00 | |
Safety Bubble | 1 | 5.00% | 69.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 | |
Pavise | 7 | 35.00% | 66.7 | 28.57% | -9.89% | +21.43% | -28.57% | -15.00% | 17:16 | 13:00 | 15:49 | 17:50 | 19:09 | 20:05 | 03:20 | 02:28 | |
Ring of Protection | 10 | 50.00% | 64.1 | 20.00% | -30.00% | +13.33% | -20.00% | -1.92% | 22:14 | 12:13 | 13:39 | 14:38 | 31:01 | 47:09 | 17:22 | 12:52 | |
Wraith Band | 2 | 10.00% | 61.5 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 02:23 | 01:29 | 01:56 | 02:23 | 02:50 | 03:17 | 00:54 | 00:40 | |
Power Treads | 2 | 10.00% | 59.0 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 09:21 | 09:18 | 09:19 | 09:20 | 09:21 | 09:23 | 00:02 | 00:01 | |
Void Stone | 2 | 10.00% | 56.4 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 23:38 | 21:28 | 22:33 | 23:38 | 24:43 | 25:48 | 02:10 | 01:36 | |
Force Staff | 2 | 10.00% | 53.8 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 28:09 | 25:55 | 27:02 | 28:09 | 29:16 | 30:23 | 02:14 | 01:39 | |
Telescope | 2 | 10.00% | 51.3 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 40:00 | 38:00 | 39:00 | 40:00 | 41:00 | 42:00 | 02:00 | 01:28 | |
Crown | 4 | 20.00% | 48.7 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 18:35 | 15:31 | 17:58 | 19:09 | 19:45 | 20:28 | 01:46 | 01:18 | |
Solar Crest | 4 | 20.00% | 46.2 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 20:51 | 20:05 | 20:22 | 20:28 | 20:57 | 22:23 | 00:35 | 00:26 | |
Arcane Ring | 1 | 5.00% | 43.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 | |
Pupil's Gift | 1 | 5.00% | 41.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 5.00% | 38.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:49 | 56:49 | 56:49 | 56:49 | 56:49 | 56:49 | 00:00 | 00:00 | |
Blink Dagger | 1 | 5.00% | 35.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 | |
Glimmer Cape | 3 | 15.00% | 33.3 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 24:44 | 20:14 | 23:26 | 26:39 | 26:58 | 27:18 | 03:32 | 02:37 | |
Blight Stone | 1 | 5.00% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:34 | 12:34 | 12:34 | 12:34 | 12:34 | 12:34 | 00:00 | 00:00 | |
Dragon Lance | 1 | 5.00% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:05 | 13:05 | 13:05 | 13:05 | 13:05 | 13:05 | 00:00 | 00:00 | |
Aether Lens | 1 | 5.00% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 | |
Arcane Boots | 3 | 15.00% | 23.1 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 12:15 | 09:40 | 10:52 | 12:04 | 13:32 | 15:01 | 02:40 | 01:58 | |
Ring of Basilius | 5 | 25.00% | 20.5 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 23:19 | 09:24 | 09:40 | 14:10 | 36:13 | 47:09 | 26:33 | 19:40 | |
Buckler | 4 | 20.00% | 17.9 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 37:04 | 23:25 | 33:00 | 38:50 | 42:53 | 47:09 | 09:53 | 07:19 | |
Vladmir's Offering | 3 | 15.00% | 15.4 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 41:38 | 36:18 | 38:53 | 41:28 | 44:18 | 47:09 | 05:25 | 04:01 | |
Null Talisman | 1 | 5.00% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 | |
Bracer | 2 | 10.00% | 10.3 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 22:06 | 15:27 | 18:46 | 22:06 | 25:25 | 28:45 | 06:39 | 04:55 | |
Ghost Scepter | 1 | 5.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 00:00 | 00:00 | |
Morbid Mask | 3 | 15.00% | 5.1 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 41:37 | 36:13 | 38:50 | 41:28 | 44:18 | 47:09 | 05:28 | 04:02 | |
Dandelion Amulet | 1 | 5.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |